How Well Do Deep Learning Models Capture Human Concepts? The Case of the Typicality Effect

Siddhartha K. Vemuri, Raj Sanjay Shah, Sashank Varma

How well do representations learned by ML models align with those of humans? Here, we consider concept representations learned by deep learning models and evaluate whether they sho…